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(More customer reviews)The problem tackled by this book is buried deep in evolution. It is one of the most basic properties of an organism that it reliably recognise others of its species. For reproduction, if nothing else. Humans have the added twist that facial recognition is important, for the extra reasons that the face is usually hairless and has many expressive muscles.
But the way the mind does its analysis is still largely opaque. By contrast, most of the book's methods look at it via other approaches. Signal processing with many custom features specific to faces. The chapters show impressive current capabilities. However, they also readily indicate the limitations. And suggest possible future improvements.
Click Here to see more reviews about: Reliable Face Recognition Methods: System Design, Implementation and Evaluation (International Series on Biometrics)
This book seeks to comprehensively address the face recognition problem while gaining new insights from complementary fields of endeavor. These include neurosciences, statistics, signal and image processing, computer vision, machine learning and data mining. The book examines the evolution of research surrounding the field to date, explores new directions, and offers specific guidance on the most promising venues for future research and development. The book's focused approach and its clarity of presentation make this an excellent reference work.
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